Question 1 Answer the following question on a paper and scan it as pdf: Parent 50 cases 30 in class X

Algebra & Trigonometry with Analytic Geometry
13th Edition
ISBN:9781133382119
Author:Swokowski
Publisher:Swokowski
Chapter10: Sequences, Series, And Probability
Section10.8: Probability
Problem 31E
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Question 1
Answer the following question on a paper and scan it as pdf:
Left
22 cases
10 in class X
12 in class Y
Parent
50 cases
30 in class X
20 in class Y
Right
28 cases
20 in class X
8 in class Y
In the above decision tree:
a) Calculate Gini index for parent and both children
b) Calculate the Gini Index of the split
c) Calculate the Gini Gain
d) Is there improvement in the classification using this split in a decision tree.
Transcribed Image Text:Question 1 Answer the following question on a paper and scan it as pdf: Left 22 cases 10 in class X 12 in class Y Parent 50 cases 30 in class X 20 in class Y Right 28 cases 20 in class X 8 in class Y In the above decision tree: a) Calculate Gini index for parent and both children b) Calculate the Gini Index of the split c) Calculate the Gini Gain d) Is there improvement in the classification using this split in a decision tree.
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